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  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

Popular Mathematics for Machine Learning Courses and Certifications


  • S

    Scrimba

    Learn Python

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Data Structures, Python Programming, Programming Principles, Computer Programming, Computational Logic, Software Engineering, Performance Tuning, Web Development, Performance Testing, Web Development Tools, Debugging, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    67 reviews

    Beginner · Specialization · 1 - 4 Weeks

  • C

    Coursera

    Pneumonia Classification using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Personalized Nutrition, Policy, and Food Regulations

    Skills you'll gain: Health Equity, Health Disparities, Nutrition and Diet, Good Manufacturing Practices, Food Quality Assurance And Control, Nutrition Education, AI Personalization, Food Safety and Sanitation, Policy Development, Clinical Nutrition, Regulatory Affairs, Public Health, Regulatory Compliance, Health Policy, Health Informatics, Advocacy, Health Assessment, Health Technology, Microbiology, Case Studies

    4.5
    Rating, 4.5 out of 5 stars
    ·
    56 reviews

    Intermediate · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    Understanding and Applying Text Embeddings

    Skills you'll gain: Embeddings, Large Language Modeling, LLM Application, Anomaly Detection, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Cloud Platform, Text Mining, Natural Language Processing, Vector Databases, Unsupervised Learning, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    67 reviews

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Algorithmic Solutions: Design, Problem Solving, Reporting

    Skills you'll gain: Algorithms, Technical Communication, Computational Thinking, Solution Design, Programming Principles, Software Design, Theoretical Computer Science, Technical Writing, Data Structures, Applied Mathematics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Skillshare

    Figma UI UX Design Essentials Pt.1: Tools & Foundations

    Skills you'll gain: Wireframing, Figma (Design Software), Layout Design, Prototyping, User Experience, User Experience Design, User Interface and User Experience (UI/UX) Design, User Interface (UI), Persona (User Experience), Typography, Collaborative Software, User Interface (UI) Design, Graphic and Visual Design, Animations, Color Theory

    4.1
    Rating, 4.1 out of 5 stars
    ·
    30 reviews

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Hedge Funds: Leverage, Accounting & Risk

    Skills you'll gain: Portfolio Risk, Risk Modeling, Risk Management, Risk Analysis, Investment Management, Regression Analysis, Accounting, Portfolio Management, Financial Analysis, Analysis, Statistical Analysis, Fund Accounting, Specialized Accounting, Market Liquidity, International Finance, Tax Laws

    4.9
    Rating, 4.9 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Continuous Integration and Deployment with ASP.NET Core

    Skills you'll gain: CI/CD, Continuous Deployment, Continuous Integration, Continuous Delivery, Application Deployment, Build Tools, Cloud Deployment, Application Performance Management, Test Automation, Containerization, System Monitoring, ASP.NET, Unit Testing, Release Management, Version Control

    4.8
    Rating, 4.8 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Corporate Finance Institute

    Introduction to Capital Markets

    Skills you'll gain: Capital Markets, Financial Market, Financial Sales, Investment Banking, Securities Trading, Investments, Financial Trading, Finance, Sales, Investment Management, Asset Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    51 reviews

    Beginner · Course · 1 - 3 Months

  • R

    Rice University

    Mindfulness and Well-being: Peace in, Peace Out

    Skills you'll gain: Mindfulness, Active Listening, Compassion, Meditation & Breathwork, Personal Development, Self-Awareness, Communication, Social Impact, Relationship Building, Social Justice

    4.9
    Rating, 4.9 out of 5 stars
    ·
    58 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Building Powerful Reports and Dashboards in Power BI

    Skills you'll gain: Data Ethics, Dashboard Creation, Dashboard, Power BI, Business Intelligence, Interactive Data Visualization, Data Presentation, Data Visualization, Data Visualization Software, Data-Driven Decision-Making, Business Reporting, Data Analysis Expressions (DAX), Data Security, Ethical Standards And Conduct, Report Writing, Data Analysis, Performance Analysis, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    44 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Imperial College London

    Design and Implementation of Digital Health Interventions

    Skills you'll gain: Agile Methodology, Health Care Procedure and Regulation, Health Systems, Health Technology, Data Ethics, User Centered Design, Digital Transformation, Technology Strategies, Medical Privacy, Health Informatics, Health Policy, Regulatory Compliance, Data Security, Healthcare Ethics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    80 reviews

    Intermediate · Course · 1 - 4 Weeks

1…757758759…834

In summary, here are 10 of our most popular mathematics for machine learning courses

  • Learn Python: Scrimba
  • Pneumonia Classification using PyTorch : Coursera
  • Personalized Nutrition, Policy, and Food Regulations: University of Illinois Urbana-Champaign
  • Understanding and Applying Text Embeddings: DeepLearning.AI
  • Algorithmic Solutions: Design, Problem Solving, Reporting: Coursera
  • Figma UI UX Design Essentials Pt.1: Tools & Foundations: Skillshare
  • Hedge Funds: Leverage, Accounting & Risk: EDUCBA
  • Continuous Integration and Deployment with ASP.NET Core: EDUCBA
  • Introduction to Capital Markets: Corporate Finance Institute
  • Mindfulness and Well-being: Peace in, Peace Out: Rice University

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